Two real numbers are chosen. The first number belongs to the interval $[-2, 2]$, and the second number is positive and does not exceed 4. We want to determine the probability that the second number is less than the square of the first number.

Probability and StatisticsProbabilityCalculusIntegrationArea CalculationGeometric Probability
2025/3/25

1. Problem Description

Two real numbers are chosen. The first number belongs to the interval [2,2][-2, 2], and the second number is positive and does not exceed

4. We want to determine the probability that the second number is less than the square of the first number.

2. Solution Steps

Let xx be the first number and yy be the second number.
We have 2x2-2 \le x \le 2 and 0<y40 < y \le 4.
We want to find the probability that y<x2y < x^2.
The total area of the region is a rectangle with sides of length 2(2)=42 - (-2) = 4 and 40=44 - 0 = 4, so the total area is 4×4=164 \times 4 = 16.
We need to find the area of the region where y<x2y < x^2 and 2x2-2 \le x \le 2 and 0<y40 < y \le 4.
The region of interest is bounded by y=x2y=x^2, y=4y=4, x=2x=-2 and x=2x=2.
The area of this region is given by
A=22min(x2,4)dxA = \int_{-2}^{2} \min(x^2, 4) dx
Since x24x^2 \le 4 for 2x2-2 \le x \le 2, we have
A=22x2dx=[x33]22=233(2)33=8383=163A = \int_{-2}^{2} x^2 dx = \left[ \frac{x^3}{3} \right]_{-2}^{2} = \frac{2^3}{3} - \frac{(-2)^3}{3} = \frac{8}{3} - \frac{-8}{3} = \frac{16}{3}
The probability is the ratio of the area where y<x2y < x^2 to the total area.
P=ATotal Area=16/316=163×16=13P = \frac{A}{\text{Total Area}} = \frac{16/3}{16} = \frac{16}{3 \times 16} = \frac{1}{3}

3. Final Answer

The probability that the second number is less than the square of the first number is 13\frac{1}{3}.

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